| 泛在知识环境中数据挖掘技术进展分析 |
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| 引用本文： | 张玉峰,胡凤,董坚峰.泛在知识环境中数据挖掘技术进展分析[J].情报学报,2010,29(2). |
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| 作者姓名： | 张玉峰 胡凤 董坚峰 |
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| 作者单位： | 武汉大学信息资源研究中心,武汉,430072 |
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| 基金项目： | 教育部人文社会科学重点研究基地重大项目"基于智能信息处理的知识挖掘技术及应用研究" |
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| 摘 要： | 本文针对泛在知识环境的特征和知识获取需求,重点从数据挖掘的智能演化、挖掘层次、发展要素三个主要方面进行调研分析,探讨了数据挖掘的本质要素及规律,指出基于智能语义处理的知识挖掘是数据挖掘发展的必然趋势.本文进一步提出,将人工智能领域的智能信息获取技术与知识管理领域的大规模语义知识处理技术相结合,构建语义知识表示、分析、检索、推理、挖掘等一体化的知识挖掘体系,是实现大规模知识获取和提升其智能水平的有效途径.
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| 关 键 词： | 数据挖掘 智能信息处理 知识挖掘 |
The Research Progress on Data Mining Technology in Ubiquitous Knowledge Environment |
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| Zhang Yufeng,Hu Feng , Dong Jianfeng.The Research Progress on Data Mining Technology in Ubiquitous Knowledge Environment[J].Journal of the China Society for Scientific andTechnical Information,2010,29(2). |
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| Authors: | Zhang Yufeng Hu Feng Dong Jianfeng |
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| Institution: | Center for Studies of Information Resources of Wuhan University/a>;Wuhan 430072 |
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| Abstract: | Taking account of the characteristics of ubiquitous knowledge environment and the needs of knowledge acquisition, this paper investigates and analyses three main aspects:the intelligent evolution of data mining,the level of mining and the key of development of data mining,explores essentials and rules of data mining,and points out that knowledge mining based on intelligent semantic processing is the inevitable trend of the development of data mining.This paper further suggests that,combining intelligent inf... |
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| Keywords: | data mining intelligent information processing knowledge mining |
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